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Article
Cluster-based Epidemic Control Through Smartphone-based Body Area Networks
Quantitative Health Sciences Publications and Presentations
  • Zhaoyang Zhang, University of Massachusetts - Dartmouth
  • Honggang Wang, University of Massachusetts - Dartmouth
  • Chonggang Wang, InterDigital
  • Hua (Julia) Fang, University of Massachusetts Medical School
UMMS Affiliation
Department of Quantitative Health Sciences
Publication Date
2-9-2015
Document Type
Article Postprint
Abstract

Increasing population density, closer social contact, and interactions make epidemic control difficult. Traditional offline epidemic control methods (e.g., using medical survey or medical records) or model-based approach are not effective due to its inability to gather health data and social contact information simultaneously or impractical statistical assumption about the dynamics of social contact networks, respectively. In addition, it is challenging to find optimal sets of people to be isolated to contain the spread of epidemics for large populations due to high computational complexity. Unlike these approaches, in this paper, a novel cluster-based epidemic control scheme is proposed based on Smartphonebased body area networks. The proposed scheme divides the populations into multiple clusters based on their physical location and social contact information. The proposed control schemes are applied within the cluster or between clusters. Further, we develop a computational efficient approach called UGP to enable an effective cluster-based quarantine strategy using graph theory for large scale networks (i.e., populations). The effectiveness of the proposed methods is demonstrated through both simulations and experiments on real social contact networks.

Keywords
  • UMCCTS funding
Rights and Permissions

Copyright 2014 IEEE. Accepted manuscript posted as allowed by the publisher's author rights policy at http://www.ieee.org/publications_standards/publications/rights/rights_policies.html.

DOI of Published Version
10.1109/TPDS.2014.2313331
Source
Zhang Z, Wang H, Wang C, Fang H. Cluster-based Epidemic Control Through Smartphone-based Body Area Networks. IEEE Trans Parallel Distrib Syst. 2015 Feb 9;26(3):681-690. PubMed PMID: 25741173; PubMed Central PMCID: PMC4346229. doi:10.1109/TPDS.2014.2313331. Link to article on publisher's site
PubMed ID
25741173
Related Resources
Link to article in PubMed
Citation Information
Zhaoyang Zhang, Honggang Wang, Chonggang Wang and Hua (Julia) Fang. "Cluster-based Epidemic Control Through Smartphone-based Body Area Networks" Vol. 26 Iss. 3 (2015)
Available at: http://works.bepress.com/hua_fang/24/